[HTML][HTML] Quantum Pattern Classification in a Three-Qubit System
The problem of pattern classification in quantum data has been of great importance over the
past few years. This study investigates the effect of deploying Grover's, the partial diffusion,
and the fixed-phase algorithms separately to amplify the amplitudes of a desired pattern in
an unstructured dataset. These quantum search operators were applied to symmetric and
antisymmetric input superpositions on a three-qubit system for 20 iterations each. After each
iteration, different probabilities of classification were calculated in order to determine the�…
past few years. This study investigates the effect of deploying Grover's, the partial diffusion,
and the fixed-phase algorithms separately to amplify the amplitudes of a desired pattern in
an unstructured dataset. These quantum search operators were applied to symmetric and
antisymmetric input superpositions on a three-qubit system for 20 iterations each. After each
iteration, different probabilities of classification were calculated in order to determine the�…
[PDF][PDF] Quantum Pattern Classification in a Three-Qubit System. Symmetry 2023, 15, 883
The problem of pattern classification in quantum data has been of great importance over the
past few years. This study investigates the effect of deploying Grover's, the partial diffusion,
and the fixed-phase algorithms separately to amplify the amplitudes of a desired pattern in
an unstructured dataset. These quantum search operators were applied to symmetric and
antisymmetric input superpositions on a three-qubit system for 20 iterations each. After each
iteration, different probabilities of classification were calculated in order to determine the�…
past few years. This study investigates the effect of deploying Grover's, the partial diffusion,
and the fixed-phase algorithms separately to amplify the amplitudes of a desired pattern in
an unstructured dataset. These quantum search operators were applied to symmetric and
antisymmetric input superpositions on a three-qubit system for 20 iterations each. After each
iteration, different probabilities of classification were calculated in order to determine the�…
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